As an advocate for responsible AI development, I believe that AI systems, especially those above certain capability thresholds, should have interpretable decision-making processes. Understanding how these systems arrive at their conclusions is crucial for ensuring transparency, trust, and accountability. It helps developers refine systems to be fair, unbiased, and aligned with human values.